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Wearable Technologies for Monitoring Upper Extremity Functions During Daily Life in Neurologically Impaired Individuals
Neurological disorders, including stroke, spinal cord injuries, multiple sclerosis, and Parkinson's disease, generally lead to diminished upper extremity (UE) function, impacting individuals' independence and quality of life.
Video-Based Hand Pose Estimation for Remote Assessment of Bradykinesia in Parkinson's Disease
Three of the seven models demonstrated good accuracy for on-device recordings, and the accuracy decreased significantly for streaming recordings.
Measuring hand use in the home after cervical spinal cord injury using egocentric video
Background: Egocentric video has recently emerged as a potential solution for monitoring hand function in individuals living with tetraplegia in the community, especially for its ability to detect functional use in the home environment.
Automated pharyngeal phase detection and bolus localization in videofluoroscopic swallowing study: Killing two birds with one stone?
The videofluoroscopic swallowing study (VFSS) is a gold-standard imaging technique for assessing swallowing, but analysis and rating of VFSS recordings is time consuming and requires specialized training and expertise.
Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking
We are developing an automated system for assessment of orofacial function in PD that can be used in-home or in-clinic and can provide useful and objective clinical information that informs disease management.
